*******************************************	   
************* TABLE A17 Collective Crimes excluding Homicide and Arm posession
*******************************************	   

clear all
clear matrix
set more off

* Data
use "~/Dropbox/Replication_MVC/Datasets/datasets_analysis/panel_excombatientes.dta", clear 

* Define collective and individual as in main analysis

g collective2 =.
replace collective2=1 if Type_of_Crime=="Extortion" | ///
Type_of_Crime=="Illegal possession and trafficking of Military arms and ammunition" | Type_of_Crime=="Kidnapping" | Type_of_Crime=="Organized Crime" | ///
Type_of_Crime=="Rebellion" | Type_of_Crime=="Threat" | Type_of_Crime=="Drug possession, production or trafficking" |Type_of_Crime=="Property assault" |  Type_of_Crime=="Theft" |  Type_of_Crime=="Attack against authorities" |  Type_of_Crime=="Illegal use natural resources" | Type_of_Crime=="Fraud" | Type_of_Crime=="Personal assault"
replace collective2=0 if collective2==. & id != .


gen collective2_crime_f=.
replace collective2_crime_f=diffcaptures_f if collective2==1
replace collective2_crime_f=0 if collective2==0 & diffcaptures_f!=.


eststo clear
set more off

reghdfe collective2_crime_f gold_shock_r mean_gold_shock_r age female black indigenous c.time_t##i.region c.pobreza##c.time_t c.pobl_tot##c.time_t c.disbogota##c.time_t c.paved_roads##c.time_t, absorb(wartimenetwork year origmun) vce(cluster wartimenetwork)
estadd local ALLFE = "$\checkmark$"
estadd local TT = "$\checkmark$"
estadd local MT = "$\checkmark$"
estadd local BC = "$\checkmark$"
estadd local CO = "$\checkmark$"
summ collective2_crime_f if e(sample) ==1
estadd local meanDep = trim("`: display %12.4fc `r(mean)''")
estadd local SDDep = trim("`: display %12.4fc `r(sd)''")
eststo

* Table A17
esttab est* using "~/Dropbox/Replication_MVC/Paper_tables/TableA17_panelA.tex", se ///
	   star(* 0.10 ** 0.05 *** 0.01 ) ///
	   stats(meanDep SDDep N ALLFE TT MT BC CO, fmt(%12.4fc %12.4fc  %12.0fc %12.0fc %12.0fc %12.0fc %12.0fc %12.0fc) ///
	   label("\small Mean of Outcome" "\small S.D of Outcome" "\small Observations" "\small Municipality, Year, and Group FE" "\small Time Trends" "\small Region $\times$  Year" "\small Municipality Characteristics TT" ///
			"\small Individual Covariates" )) ///
	   keep(gold_shock_r mean_gold_shock_r) /// Remove for Table A37
	   varlabels(gold_shock_r "Economic Shock" mean_gold_shock_r "Average Shock" ) ///
	   ti("Collective Crimes (without homicides and arm possession) - Full Model Results") ///	  
	   replace

* Table A37
// esttab est* using "~/Dropbox/Replication_MVC/Paper_tables/TableA37.tex", se ///
// 	   star(* 0.10 ** 0.05 *** 0.01 ) ///
// 	   stats(meanDep SDDep N ALLFE TT MT BC CO, fmt(%12.4fc %12.4fc  %12.0fc %12.0fc %12.0fc %12.0fc %12.0fc %12.0fc) ///
// 	   label("\small Mean of Outcome" "\small S.D of Outcome" "\small Observations" "\small Municipality, Year, and Group FE" "\small Time Trends" "\small Region $\times$  Year" "\small Municipality Characteristics TT" ///
// 			"\small Individual Covariates" )) ///
// 	   varlabels(gold_shock_r "Economic Shock" mean_gold_shock_r "Average Shock" ) ///
// 	   ti("Collective Crimes (without homicides and arm possession) - Full Model Results") ///	  
// 	   replace
	   
	   
eststo clear
set more off

reghdfe collective2_crime_f gold_shock_r mean_gold_shock_r age female black indigenous c.time_t##i.region c.pobreza##c.time_t c.pobl_tot##c.time_t c.disbogota##c.time_t c.paved_roads##c.time_t, absorb(wartimenetwork year origmun) vce(cluster wartimenetwork)
nlcom _b[mean_gold_shock_r]/(_b[gold_shock_r] + _b[mean_gold_shock_r]), post
eststo

esttab est* using "~/Dropbox/Replication_MVC/Paper_tables/TableA17_panelB.tex", se ///
	   star(* 0.10 ** 0.05 *** 0.01 ) ///
	   stats(meanDep N, fmt(%12.4fc %12.0fc)) ///
	   keep(_nl_1) ///
	   varlabels(_nl_1 "Peer Effect") ///
	   replace	
	   
